意大利伦巴第大流行前,谷歌对COVID-19症状的搜索量出乎意料

G. Lippi, C. Mattiuzzi
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引用次数: 1

摘要

背景:正在进行的2019冠状病毒病(COVID-19)大流行疫情的性质和起源仍然存在不确定性,特别是关于最可能的溢出和全球传播日期。方法:在谷歌趋势上进行电子搜索,使用意大利语搜索词“febbre”(发烧)、“tosse”(咳嗽)和“raffreddo”(感冒),这些都是意大利最常见的COVID-19症状。搜索期为2019年6月至2020年2月,仅限于伦巴第地区。同时还从意大利流感监测网络检索了国家流感病例数。结果:谷歌搜索“febbre”(发烧)、“toss”(咳嗽)和“raffreddo”(感冒)的趋势似乎反映了流感病例的趋势,但仅在2020年11月的第二周之后。在9月的第一周到10月的最后一周之间,这些症状的谷歌搜索可能会出现一个意想不到的高峰。这种异常的谷歌搜索量不能直接归因于流感的传播。与2018年同期(20.4±15.0%,p=0.020)相比,增幅明显增加。这三种症状的谷歌搜索量也显著相互相关(相关系数在0.66-0.83之间,均p<0.001)。结论:我们的分析结果似乎证实,严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)可能已经开始在意大利传播,更具体地说,是在明显的大流行时期之前,可能已经在2019年9月初在伦巴第地区传播。
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Unexpected volume of Google searches for COVID-19 symptoms in the prepandemic period in Lombardia, Italy
Background: Uncertainty still surrounds the nature and origin of the ongoing coronavirus disease 2019 (COVID-19) pandemic outbreak, especially concerning the most probable date of spill over and worldwide propagation.Methods: An electronic search was carried out on Google Trends, with the Italian search terms “febbre” (fever), “tosse” (cough) and “raffreddore” (cold), which are among the most commonly reported COVID-19 symptoms in Italy. The search period was comprised between June 2019 and February 2020, and was limited to the area of the Lombardia region. The number of national influenza cases was also concomitantly retrieved from the Italian Network of Influenza Surveillance.Results: The trend of Google searches for “febbre” (fever), “tosse” (cough) and “raffreddore” (cold) seemed to mirror that of influenza cases, but only after the second week of November 2020. An unexpected peak of Google searches for these symptoms could be noted between the first week of September and the last week of October. This anomalous volume of Google searches could not be directly attributed to influenza spread. This increase was significantly higher compared to the same period of the previous year 2018 (20.4±15.0%;p=0.020). The volumes of Google searches for the three symptoms were also significantly inter-correlated (correlation coefficients between 0.66-0.83;all p<0.001).Conclusions: The results of our analysis seem to confirm that severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) may have started to circulate in Italy, and more specifically in the region of Lombardia, earlier before the overt pandemic period, probably already at the beginning of September 2019.
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